CONFIGURABLE NONLINEAR ACTIVATION FUNCTION CIRCUITS

CONFIGURABLE NONLINEAR ACTIVATION FUNCTION CIRCUITS

Certain aspects of the present disclosure provide a method for processing input data by a configurable nonlinear activation function circuit, including determining a nonlinear activation function for application to input data; determining, based on the determined nonlinear activation function, a set...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: LAMB, Aaron Douglass, KULKARNI, Prajakt, MOHAN, Suren, LI, Ren
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Certain aspects of the present disclosure provide a method for processing input data by a configurable nonlinear activation function circuit, including determining a nonlinear activation function for application to input data; determining, based on the determined nonlinear activation function, a set of parameters for a configurable nonlinear activation function circuit; and processing input data with the configurable nonlinear activation function circuit based on the set of parameters to generate output data.